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A Review of the Hand Gesture Recognition System: Current Progress and Future Directions
IEEE Access, 2021 This paper reviewed the sign language research in the vision-based hand gesture recognition system from 2014 to 2020. Its objective is to identify the progress and what needs more attention. We have extracted a total of 98 articles from well-known online
Noraini Mohamed +2 more
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Computer vision-based hand gesture recognition for human-robot interaction: a review
Complex & Intelligent Systems, 2023 As robots have become more pervasive in our daily life, natural human-robot interaction (HRI) has had a positive impact on the development of robotics. Thus, there has been growing interest in the development of vision-based hand gesture recognition for ...
Jing Qi, Li Ma, Zhenchao Cui, Yushu Yu
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Hand Gesture Recognition for Sign Language Using 3DCNN
IEEE Access, 2020 Recently, automatic hand gesture recognition has gained increasing importance for two principal reasons: the growth of the deaf and hearing-impaired population, and the development of vision-based applications and touchless control on ubiquitous devices.
Muneer Al-Hammadi +5 more
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IEEE Access, 2020 Hand gesture recognition is an attractive research field with a wide range of applications, including video games and telesurgery techniques. Another important application of hand gesture recognition is the translation of sign language, which is a ...
Muneer Al-Hammadi +7 more
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Hand gesture recognition via deep data optimization and 3D reconstruction [PDF]
PeerJ Computer Science, 2023 Hand gesture recognition (HGR) are the most significant tasks for communicating with the real-world environment. Recently, gesture recognition has been extensively utilized in diverse domains, including but not limited to virtual reality, augmented ...
Zaid Mustafa +2 more
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End-to-End Ultrasonic Hand Gesture Recognition [PDF]
SensorsAs the number of electronic gadgets in our daily lives is increasing and most of them require some kind of human interaction, this demands innovative, convenient input methods.
Elfi Fertl +6 more
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HGR-ViT: Hand Gesture Recognition with Vision Transformer [PDF]
Sensors, 2023 Hand gesture recognition (HGR) is a crucial area of research that enhances communication by overcoming language barriers and facilitating human-computer interaction.
Chun Keat Tan +4 more
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Semi-Supervised Joint Learning for Hand Gesture Recognition from a Single Color Image
Sensors, 2021 Hand gesture recognition and hand pose estimation are two closely correlated tasks. In this paper, we propose a deep-learning based approach which jointly learns an intermediate level shared feature for these two tasks, so that the hand gesture ...
Chi Xu, Yunkai Jiang, Jun Zhou, Yi Liu
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A systematic review on hand gesture recognition techniques, challenges and applications [PDF]
PeerJ Computer Science, 2019 Background With the development of today’s technology, and as humans tend to naturally use hand gestures in their communication process to clarify their intentions, hand gesture recognition is considered to be an important part of Human Computer ...
Mais Yasen, Shaidah Jusoh
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Global Research and Development Journals, 2020 Evolution of user interfaces shapes the change in the human-computerinteraction devices. As three-dimensional (3-D) applications take place, theneed for a new type of interaction device arises since traditional devices suchas mouse, keyboard, joystick, etc? become inefficient for interaction withinthese virtual environments.
Ranjith Kumar T. +2 more
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